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b/conf/experiment/treatment_space_sensitivity.yaml |
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# Configuration file for the treatment space sensitivity experiment |
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# ============================================================================== |
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# Defaults |
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defaults: |
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- _self_ |
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# Simulation settings |
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- /simulator: t_simulator #ty_simulator |
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# Model parametrization |
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- /models@EconML_CausalForestDML: EconML_CausalForestDML |
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- /models@EconML_DML: EconML_DML |
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- /models@EconML_DMLOrthoForest: EconML_DMLOrthoForest |
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- /models@EconML_DRLearner: EconML_DRLearner |
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- /models@EconML_DROrthoForest: EconML_DROrthoForest |
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- /models@EconML_ForestDRLearner: EconML_ForestDRLearner |
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- /models@EconML_LinearDML: EconML_LinearDML |
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- /models@EconML_LinearDRLearner: EconML_LinearDRLearner |
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- /models@EconML_SparseLinearDML: EconML_SparseLinearDML |
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- /models@EconML_SparseLinearDRLearner: EconML_SparseLinearDRLearner #EconML_SparseLinearDRLearner |
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- /models@EconML_SLearner_Lasso: EconML_SLearner_Lasso |
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- /models@EconML_TLearner_Lasso: EconML_TLearner_Lasso |
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- /models@EconML_XLearner_Lasso: EconML_XLearner_Lasso |
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- /models@Torch_SLearner: Torch_SLearner |
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- /models@Torch_TLearner: Torch_TLearner |
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- /models@Torch_XLearner: Torch_XLearner |
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- /models@Torch_DRLearner: Torch_DRLearner |
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- /models@Torch_RLearner: Torch_RLearner |
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- /models@Torch_TARNet: Torch_TARNet |
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- /models@Torch_DragonNet: Torch_DragonNet |
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- /models@Torch_ULearner: Torch_ULearner |
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- /models@Torch_RALearner: Torch_RALearner |
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- /models@Torch_PWLearner: Torch_PWLearner |
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- /models@Torch_FlexTENet: Torch_FlexTENet |
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- /models@Torch_CRFNet_0_01: Torch_CRFNet_0_01 |
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- /models@Torch_CRFNet_0_001: Torch_CRFNet_0_001 |
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- /models@Torch_CRFNet_0_0001: Torch_CRFNet_0_0001 |
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- /models@Torch_ActionNet: Torch_ActionNet |
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- /models@DiffPOLearner: DiffPOLearner |
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# EXPERIMENT AND DATA |
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# ============================================================================== |
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experiment_name: "treatment_space_sensitivity" |
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# ============================================================================== |
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# EXPERIMENTAL KNOB |
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# ============================================================================== |
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# Cohort sizes to be tested |
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num_Ts: [2,3,5,10] |
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# ============================================================================== |
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